{"id":"W2961918945","doi":"10.1113/jp277633","title":"CrossTalk proposal: Exercise training intensity is more important than volume to promote increases in human skeletal muscle mitochondrial content","year":2019,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mitochondrial biogenesis; Skeletal muscle; Mitochondrion; Aerobic exercise; Exercise physiology; Endurance training; Crosstalk; Medicine; Biology; Physiology; Internal medicine; Endocrinology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006104126,0.0002399684,0.001328067,0.0001760199,0.00007693592,0.00001060134,0.0002777046,0.0001299734,0.0001462821],"category_scores_gemma":[0.0001083586,0.0001500659,0.000580224,0.0002049212,0.0002102595,0.00009983774,0.0001587609,0.0005552986,0.0000361079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008753617,"about_ca_system_score_gemma":0.0001984623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006698699,"about_ca_topic_score_gemma":0.00003112601,"domain_scores_codex":[0.9981305,0.0001507631,0.0007224865,0.0002596861,0.0002942472,0.0004423335],"domain_scores_gemma":[0.998611,0.00004009572,0.0003319027,0.0004991409,0.0003231843,0.0001946431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004604099,0.000259661,0.0006191431,0.00006209965,0.0002196136,0.00008195746,0.003949495,0.00008442478,0.9881105,0.00001098444,0.0006522716,0.001345698],"study_design_scores_gemma":[0.006815915,0.004028351,0.9322523,0.0007763222,0.0006605841,0.001447808,0.004532156,0.0002819676,0.04652715,0.001234044,0.001017006,0.0004263445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975523,0.0003593752,0.00001062733,0.0007832061,0.0004352017,0.0008010045,0.000009848054,0.00001635207,0.00003204273],"genre_scores_gemma":[0.9984394,0.00007983753,0.0001813312,0.0005237929,0.0005693947,0.000008795877,0.00001180916,0.00003309381,0.0001525507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9415834,"threshold_uncertainty_score":0.6119511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229404030959504,"score_gpt":0.275372101218838,"score_spread":0.253078060909243,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}